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Every episode plays right here: one thing that just happened in AI and chips, and what it actually means on the factory floor. Choose a topic on the left, or start with the newest.

Hosted by Ram Agarwal. One a week, about two minutes each, in the order they were made.
Latest episode

NVIDIA Just Bought Your Factory's AI Supply Chain

08 Sep 2026 · MES & shop-floor systems

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All 12 episodes, newest first

NVIDIA Just Bought Your Factory's AI Supply Chain

NVIDIA just paid $12.9 billion for a company making about $150 million a year — roughly 80 times revenue. Why is that a factory story?

08 Sep 2026MEStip

GPT-6 Finds Flaws in Hours. Your Factory Patches Once a Year

GPT-6 can find a security hole in about 4 hours. The machines in a chip factory get their fixes at the next planned shutdown — once a quarter, or once a year — because patching a tool means downtime and the supplier's sign-off.

05 Sep 20263:17MEStip

The One Fab Number Money Cannot Buy

Nobody is announcing yield — and only one of those decides whether the wafers are worth selling.

27 Aug 20262:00Chipstip

This AI Chip Is the Size of a Dinner Plate — And It Breaks Every Rule of Yield

Every chip factory on Earth runs on the same rule: cut the wafer into hundreds of chips, test them, and throw the broken ones away. That rule is what "yield" means.

14 Aug 20261:56Chipstip

A Record $403 Billion Quarter — And Nobody Made More Chips

On 6 August the Semiconductor Industry Association reported the biggest quarter the chip business has ever had: $403.3 billion in Q2 2026, up 35.1% on Q1, with June alone at $134.5 billion — 123.6% above June last year. The part that got almost no coverage is what did *not* happen.

07 Aug 20261:54Chipstip

AI Ate Your RAM — And There Was Never a Shortage

Your RAM got about twice as expensive this year, and the reason has almost nothing to do with a shortage — the memory fabs are running flat out at record output, with $52B going into 300mm memory equipment in 2026 alone, up 29%. What actually happened is a reallocation, and it comes down to physics…

03 Aug 20262:11Chipstip

The Most Important Monopoly in AI Just Cracked (It's Not Nvidia)

A $200B deal just cracked the most important monopoly in tech — and it's not Nvidia. It's the company that MAKES Nvidia's chips: TSMC, which quietly builds ~70% of the world's advanced AI silicon and, for years, had no real rival.

31 Jul 20262:29Chipstip

Your Job Is Safe. Your Data Isn't

This week four companies — Samsung, Tesla, Unitree, and Foxconn — put humanoid robots on the factory floor at once, and the internet decided it's coming for your job. But the real story is the number nobody headlined.

25 Jul 20262:29AItip

Why the World's Most Secretive Factories Are Betting on Free Chinese AI

This week the #1 AI model is free, open-weight, and Chinese: Kimi K3 (2.8 trillion parameters) topped the Frontend Code Arena at 76%, beating Claude Fable 5, while GLM-5.2 matches the top models at a sixth of the cost under an MIT license. Every creator is asking which open model won.

21 Jul 20262:14Chipstip

Chips Just Got Flipped Over — Why Your Next AI Chip Gets Power From the Back

For sixty years, a computer chip carried its power and its data on the same side — the front. As transistors shrank to 2nm, that surface ran out of room: the fat power wires choke the thin signal wires and the transistors droop, quietly capping speed.

18 Jul 20262:54Chipstip

NVIDIA's Chip Is Finished — It Still Can't Ship

NVIDIA's fastest AI chip has been finished for months — and it still can't ship. The reason isn't the 2-nanometer transistor everyone's racing toward; it's the very last step, advanced packaging.

16 Jul 20261:36Chipstip

Humanoid Robots Are Flooding Factories in 2026 — Why That's Actually Good News for You

Humanoid robots are clocking into real factory floors in 2026 — 40 of Figure's robots at BMW (billed at ~$25 a robot-hour), Tesla's Optimus Gen 3 going into production, Boston Dynamics' Atlas heading to Hyundai's $26B plant, and Agility's Digit already moving 100,000 totes at GXO. But here's what almost nobody is telling you: the…

12 Jul 20262:20AItip